Cargando…

Real-Time Deep Learning-Based Drowsiness Detection: Leveraging Computer-Vision and Eye-Blink Analyses for Enhanced Road Safety

Drowsy driving can significantly affect driving performance and overall road safety. Statistically, the main causes are decreased alertness and attention of the drivers. The combination of deep learning and computer-vision algorithm applications has been proven to be one of the most effective approa...

Descripción completa

Detalles Bibliográficos
Autores principales:	Safarov, Furkat, Akhmedov, Farkhod, Abdusalomov, Akmalbek Bobomirzaevich, Nasimov, Rashid, Cho, Young Im
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384496/ https://www.ncbi.nlm.nih.gov/pubmed/37514754 http://dx.doi.org/10.3390/s23146459

Ejemplares similares

Development of Real-Time Landmark-Based Emotion Recognition CNN for Masked Faces
por: Farkhod, Akhmedov, et al.
Publicado: (2022)

Improved Feature Parameter Extraction from Speech Signals Using Machine Learning Algorithm
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2022)

Improved Agricultural Field Segmentation in Satellite Imagery Using TL-ResUNet Architecture
por: Safarov, Furkat, et al.
Publicado: (2022)

Parking Lot Occupancy Detection with Improved MobileNetV3
por: Yuldashev, Yusufbek, et al.
Publicado: (2023)

Evaluating Synthetic Medical Images Using Artificial Intelligence with the GAN Algorithm
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2023)

An Improved Forest Fire Detection Method Based on the Detectron2 Model and a Deep Learning Approach
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2023)

Fire Detection and Notification Method in Ship Areas Using Deep Learning and Computer Vision Approaches
por: Avazov, Kuldoshbay, et al.
Publicado: (2023)

New Approach for Generating Synthetic Medical Data to Predict Type 2 Diabetes
por: Tagmatova, Zarnigor, et al.
Publicado: (2023)

Automatic Fire Detection and Notification System Based on Improved YOLOv4 for the Blind and Visually Impaired
por: Mukhiddinov, Mukhriddin, et al.
Publicado: (2022)

A Wildfire Smoke Detection System Using Unmanned Aerial Vehicle Images Based on the Optimized YOLOv5
por: Mukhiddinov, Mukhriddin, et al.
Publicado: (2022)

A YOLOv6-Based Improved Fire Detection Approach for Smart City Environments
por: Norkobil Saydirasulovich, Saydirasulov, et al.
Publicado: (2023)

Improved Real-Time Fire Warning System Based on Advanced Technologies for Visually Impaired People
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2022)

Attention 3D U-Net with Multiple Skip Connections for Segmentation of Brain Tumor Images
por: Nodirov, Jakhongir, et al.
Publicado: (2022)

Brain Tumor Detection Based on Deep Learning Approaches and Magnetic Resonance Imaging
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2023)

Modeling and Applying Implicit Dormant Features for Recommendation via Clustering and Deep Factorization
por: Kutlimuratov, Alpamis, et al.
Publicado: (2022)

Improved Face Detection Method via Learning Small Faces on Hard Images Based on a Deep Learning Approach
por: Mamieva, Dilnoza, et al.
Publicado: (2023)

Multimodal Emotion Detection via Attention-Based Fusion of Extracted Facial and Speech Features
por: Mamieva, Dilnoza, et al.
Publicado: (2023)

Comparison of Eye and Face Features on Drowsiness Analysis
por: Kao, I-Hsi, et al.
Publicado: (2022)

On-Road Detection of Driver Fatigue and Drowsiness during Medium-Distance Journeys
por: Salvati, Luca, et al.
Publicado: (2021)

Emerging order of anomalous eye movements with progressive drowsiness
por: Umemoto, Shunya, et al.
Publicado: (2023)

In the Blink of an Eye: Neural Responses Elicited to Viewing the Eye Blinks of Another Individual
por: Brefczynski-Lewis, Julie A., et al.
Publicado: (2011)

BlinkLinMulT: Transformer-Based Eye Blink Detection
por: Fodor, Ádám, et al.
Publicado: (2023)

Eye Blink-Associated Saccades
por: Richmond, Angela M, et al.
Publicado: (2021)

Effect of distance vision and refractive error on the spontaneous eye blink activity in human subjects in primary eye gaze
por: Doughty, Michael J.
Publicado: (2019)

An Improved Wildfire Smoke Detection Based on YOLOv8 and UAV Images
por: Saydirasulovich, Saydirasulov Norkobil, et al.
Publicado: (2023)

The perceptual consequences and neurophysiology of eye blinks
por: Willett, Shawn M., et al.
Publicado: (2023)

An Improvement of the Fire Detection and Classification Method Using YOLOv3 for Surveillance Systems
por: Abdusalomov, Akmalbek, et al.
Publicado: (2021)

Eye-Blink Behaviors in 71 Species of Primates
por: Tada, Hideoki, et al.
Publicado: (2013)

Boosted visual performance after eye blinks
por: Ang, Jit Wei A., et al.
Publicado: (2020)

The confounding effects of eye blinking on pupillometry, and their remedy
por: Yoo, Kyung, et al.
Publicado: (2021)

Ictal unilateral eye blinking and contralateral blink inhibition — A video-EEG study and review of the literature()
por: Kalss, Gudrun, et al.
Publicado: (2013)

Real-Time Blink Detection as an Indicator of Computer Vision Syndrome in Real-Life Settings: An Exploratory Study
por: Lapa, Inês, et al.
Publicado: (2023)

The influence of vibration on seated human drowsiness
por: AZIZAN, Amzar, et al.
Publicado: (2016)

An Efficient Approach for Driver Drowsiness Detection at Moderate Drowsiness Level Based on Electroencephalography Signal and Vehicle Dynamics Data
por: Houshmand, Sara, et al.
Publicado: (2022)

Detecting false intent using eye blink measures
por: Marchak, Frank M.
Publicado: (2013)

Eye blinking in an avian species is associated with gaze shifts
por: Yorzinski, Jessica L.
Publicado: (2016)

Development of an Eye Model With a Physiological Blink Mechanism
por: Phan, Chau-Min, et al.
Publicado: (2019)

Estimation of Eye Closure Degree Using EEG Sensors and Its Application in Driver Drowsiness Detection
por: Li, Gang, et al.
Publicado: (2014)

In the Blink of an Eye: Reading Mental States From Briefly Presented Eye Regions
por: Schmidtmann, Gunnar, et al.
Publicado: (2020)

Masked Face Emotion Recognition Based on Facial Landmarks and Deep Learning Approaches for Visually Impaired People
por: Mukhiddinov, Mukhriddin, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_kjhucg7khe62vl2gtgv4kfgl8l